# Dave Ebbelaar: Latest YouTube Videos & Shorts

Markdown version of https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/ from vidIQ YouTube Stats. Link to that page, not to this file.

As of 2026-11-12, Dave Ebbelaar has 309,000 subscribers, 12,050,145 total views, and 131 videos. It ranks #247,580 by subscribers among channels tracked by vidIQ.

The most recent uploads from [Dave Ebbelaar](https://vidiq.com/youtube-stats/channel/@daveebbelaar/). Each video links to its own stats page. The page lists the rest of the channel's videos to signed-in vidIQ users.

## About this sample

- The latest upload vidIQ has for Dave Ebbelaar is “Learn Local AI in 30 Minutes - Run LLMs locally for FREE”, a long-form video published Nov 11, 2026.
- These are Dave Ebbelaar’s 48 most recent public uploads vidIQ has data for, published between Dec 12, 2024 and Nov 11, 2026 (48 long-form videos).
- Median views across these 48 uploads: 33,442. 24 videos are above that median and 24 below.
- Most viewed in the sample: “Python for AI - Full Beginner Course” (2,014,028 views, Oct 21, 2025). Least viewed: “The 3 UV Settings That Block Supply Chain Attacks” (5,281 views, May 21, 2026).
- Median length: 25:01 for 48 long-form videos.
- In this sample, Dave Ebbelaar’s consecutive uploads were a median of 12 days apart (shortest gap 2 days, longest 64 days).
- Views are lifetime totals as of Nov 13, 2026, so newer uploads have had less time to collect them. These figures describe only the videos listed here, not the whole channel, and do not show why any video performed as it did. Dates are UTC.

## Recent uploads

| Video | Published (UTC) | Format | Views | Duration | Outlier score |
| --- | --- | --- | --- | --- | --- |
| [Learn Local AI in 30 Minutes - Run LLMs locally for FREE](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/OSnAd5SuT_k/) | 2026-11-11 | Long-form | 11,180 | 29:58 | 2x |
| [AI Engineering Full Course - Build and Deploy a Real AI App](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/XzjSx7u9mGw/) | 2026-10-30 | Long-form | 121,604 | 3:10:07 | 6.36x |
| [This Free Repo Lets Claude Code Build Any Mac App](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/gN6wl-OX8-Q/) | 2026-10-26 | Long-form | 130,529 | 8:12 | 7.39x |
| [Answering your questions about AI, agents, and tech jobs (Q&A)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/UwrZJpjWjdI/) | 2026-10-20 | Long-form | 11,825 | 13:51 | - |
| [How to Start Freelancing as an Engineer (Contracts vs Projects)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/1HtydHmdhrQ/) | 2026-10-10 | Long-form | 19,407 | 18:07 | 1.03x |
| [Run Your Coding Agents in the Cloud with Herdr](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/s4stoQM_LT8/) | 2026-09-28 | Long-form | 17,017 | 25:58 | - |
| [Build Your Own Company Wiki with AI Search (Full Tutorial)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/DNuD3Ia8qHM/) | 2026-09-25 | Long-form | 21,808 | 34:24 | 1.22x |
| [Jev Explained for Python Developers](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/JpfLID19QnQ/) | 2026-09-21 | Long-form | 45,907 | 16:51 | 1.56x |
| [How to set up Herdr for multi-agent coding (full guide)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/Shqtk_2Jd3c/) | 2026-09-11 | Long-form | 116,803 | 28:40 | 3.93x |
| [How I Built One Backend to Run My Company](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/u6xlVRMfnyM/) | 2026-08-27 | Long-form | 19,347 | 22:56 | 1.2x |
| [Build a Document Review App in 3 Hours (FastAPI, LLMs, React, Azure)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/YYeZh6Hac9E/) | 2026-07-23 | Long-form | 25,972 | 2:37:48 | 2.01x |
| [Data Scientist to AI Engineer Roadmap for 2026](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/yAOzupIW87E/) | 2026-07-09 | Long-form | 8,935 | 30:13 | - |
| [The Best AI Automation Stack to Learn in 2026](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/omU3zR3K7-U/) | 2026-06-19 | Long-form | 33,182 | 16:33 | 1.14x |
| [Build a Full-Stack GenAI Project in 4 Hours (FastAPI, React, Supabase)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/qF5il_9IwME/) | 2026-06-06 | Long-form | 159,351 | 3:51:50 | 5.55x |
| [If I Wanted to Build an AI SaaS in 2026, I’d Do This](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/guzQVciWQck/) | 2026-05-28 | Long-form | 20,904 | 28:37 | - |
| [The 3 UV Settings That Block Supply Chain Attacks](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/bw1ZLzdXJn4/) | 2026-05-21 | Long-form | 5,281 | 11:53 | - |
| [The Complete Guide to Hybrid Search in RAG (BM25 + Embeddings + Reranker)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/XvKiTfd6Xvo/) | 2026-05-14 | Long-form | 45,894 | 59:18 | 1.59x |
| [Building Agentic RAG From Scratch in Pure Python](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/RxwjoegpI98/) | 2026-05-10 | Long-form | 43,856 | 27:28 | 1.57x |
| [If I Started AI/ML Freelancing in 2026, I'd Do This](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/CRYea6gFWgk/) | 2026-05-04 | Long-form | 77,700 | 16:22 | 2.91x |
| [Programming Has Changed - Here's What I Focus On Now](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/g07IBXhCRKc/) | 2026-04-23 | Long-form | 12,308 | 17:13 | 2.02x |
| [I Stopped Writing Code - These 5 Skills Are All That Matter](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/mz73sVy6-X8/) | 2026-03-27 | Long-form | 23,616 | 10:30 | 1.48x |
| [How to Build Your Own AI Operating System (Full Stack Explained)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/rZX1OYetbSM/) | 2026-03-20 | Long-form | 33,702 | 28:11 | 1.26x |
| [How I Build and Ship Custom AI Solutions for Clients](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/Q679gH7oszg/) | 2026-03-13 | Long-form | 20,983 | 54:38 | 2x |
| [5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/BaXTos7B1vY/) | 2026-03-05 | Long-form | 15,904 | 22:36 | - |
| [Pydantic Crash Course - Build Reliable Python & AI Applications](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/PkQIREapb9o/) | 2026-01-28 | Long-form | 36,055 | 1:22:22 | 2.64x |
| [How to Build Human-in-the-Loop for AI Agents (Practical Guide)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/7GOxUgVTz3s/) | 2026-01-19 | Long-form | 13,330 | 24:48 | - |
| [How I See AI Evolving in 2026 (as an AI Engineer)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/rbIX3Hp__rY/) | 2026-01-08 | Long-form | 32,016 | 24:40 | 2.2x |
| [Effective Context Engineering for AI Agents (why agents still fail in practice)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/nkJXADeI62c/) | 2025-12-19 | Long-form | 29,708 | 25:03 | 2.29x |
| [Build a Complete End-to-End GenAI Project in 3 Hours](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/E8zpgNPx8jE/) | 2025-11-15 | Long-form | 197,347 | 2:58:27 | 3.9x |
| [How to Combine RAG with Real-Time Web Search (Single Page, Search, Allowed Domains)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/jqd6_bbjhS8/) | 2025-11-07 | Long-form | 10,281 | 20:59 | - |
| [How to Automate Anything with Python Inside Claude Desktop (Using MCP)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/l6Pw7G9URTY/) | 2025-10-31 | Long-form | 18,603 | 15:17 | 1.13x |
| [How I'd Learn AI Engineering in 2026 (Complete Roadmap)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/O2UmHpNlwUw/) | 2025-10-29 | Long-form | 79,442 | 19:29 | 4.64x |
| [Python for AI - Full Beginner Course](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/ygXn5nV5qFc/) | 2025-10-21 | Long-form | 2,014,028 | 5:15:31 | 25.45x |
| [Sora 2 API is Here - What You Need to Know](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/YWvN7EvVQQU/) | 2025-10-07 | Long-form | 20,592 | 24:25 | - |
| [How AI Agents Actually Work (Explained in One Python File)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/Q3Gb7Rjre3U/) | 2025-09-30 | Long-form | 32,321 | 31:41 | 1.12x |
| [Know These 7 AI terms Before You Invest in AI (Guardrails, MCP, Fine-Tuning & More)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/hKC_pI_yhZc/) | 2025-09-25 | Long-form | 6,819 | 16:53 | - |
| [How to Systematically Setup LLM Evals (Metrics, Unit Tests, LLM-as-a-Judge)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/a3SMraZWNNs/) | 2025-09-04 | Long-form | 134,393 | 55:02 | 0.96x |
| [Why Python Developers Are Switching to UV](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/5rTwOt9Qgik/) | 2025-08-07 | Long-form | 68,874 | 9:23 | 1.8x |
| [How to Build Reliable AI Agents (without the hype)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/T1Lowy1mnEg/) | 2025-07-25 | Long-form | 144,093 | 27:48 | 1.2x |
| [FastAPI for AI Projects - Getting Started in 15 Minutes](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/-IaCV5-mlSk/) | 2025-05-22 | Long-form | 58,128 | 16:54 | 1.7x |
| [How to Build Self-Learning AI Agents (Python Tutorial)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/ynhl8KjjS3Y/) | 2025-05-08 | Long-form | 89,166 | 22:36 | 2.61x |
| [MCP Crash Course: What Python Developers Need to Know](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/5xqFjh56AwM/) | 2025-04-19 | Long-form | 274,745 | 57:46 | 2.99x |
| [OpenAI Just Changed Everything (Responses API Walkthrough)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/0pGxoubWI6s/) | 2025-03-13 | Long-form | 86,765 | 29:52 | 3.34x |
| [How to Get Your Data Ready for AI Agents (Docs, PDFs, Websites)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/9lBTS5dM27c/) | 2025-02-13 | Long-form | 220,884 | 25:00 | 2.59x |
| [Building AI Agents in Pure Python - Beginner Course](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/bZzyPscbtI8/) | 2025-02-01 | Long-form | 476,213 | 46:44 | 9.46x |
| [How to Build Effective AI Agents (without the hype)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/tx5OapbK-8A/) | 2025-01-20 | Long-form | 562,832 | 24:27 | 28.98x |
| [How We’re Scaling an AI Business in 2025 (My Full Blueprint)](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/xvJNctOfyAE/) | 2024-12-27 | Long-form | 17,748 | 31:38 | - |
| [17 Python Libraries Every AI Engineer Should Know](https://vidiq.com/youtube-stats/channel/@daveebbelaar/videos/p4G0coRey9w/) | 2024-12-12 | Long-form | 96,904 | 19:57 | 4.98x |

## Live data in ChatGPT, Claude and other AI tools

Ask about Dave Ebbelaar’s recent uploads (for example, which got above-median views) with the [vidIQ MCP server](https://vidiq.com/mcp/): it gives AI assistants live stats on any YouTube channel or video. Add vidIQ to [ChatGPT](https://chatgpt.com/plugins/plugin_asdk_app_69dd11f3e50c8191b1ca48d03cf7e2ad) or [Claude](https://claude.ai/directory/vidiq), or connect any MCP client to https://mcp.vidiq.com/mcp. Included in every vidIQ plan, even Free. This page covers public data only. A channel owner can connect their own YouTube channel to vidIQ to add private analytics, such as retention and traffic sources, to the audit.